Identification of Causal Effects in Multi-Agent Causal Models. - Sam Maes; Stijn Meganck; Bernard Manderick (Artificial Intelligence and Applications, 2005)

A Learning Algorithm for Multi-Agent Causal Models. - Stijn Meganck; Sam Maes; Bernard Manderick; Philippe Leray 001 (EUMAS, 2005)

Causal Inference in Multi-Agent Causal Models. - Bernard Manderick; Sam Maes; Stijn Meganck (EGC (Ateliers), 2005)

Identification in Chain Multi-Agent Causal Models. - Sam Maes; Stijn Meganck; Bernard Manderick (FLAIRS, 2005)

Distributed learning of Multi-Agent Causal Models. - Stijn Meganck; Sam Maes; Bernard Manderick; Philippe Leray 001 (IAT, 2005)

Learning Causal Bayesian Networks from Observations and Experiments: A Decision Theoretic Approach. - Stijn Meganck; Philippe Leray 001; Bernard Manderick (MDAI, 2006)

Learning Semi-Markovian Causal Models using Experiments. - Stijn Meganck; Sam Maes; Philippe Leray 001; Bernard Manderick (Probabilistic Graphical Models, 2006)

Causal Graphical Models with Latent Variables: Learning and Inference. - Stijn Meganck; Philippe Leray 001; Bernard Manderick (ECSQARU, 2007)

Inference in multi-agent causal models. - Sam Maes; Stijn Meganck; Bernard Manderick (Int. J. Approx. Reason., 2007)

Towards an Integral Approach for Modeling Causality. - Stijn Meganck (2008)

Causal Graphical Models with Latent Variables: Learning and Inference. - Philippe Leray 001; Stijn Meganck; Sam Maes; Bernard Manderick (Innovations in Bayesian Networks, 2008)

Validation of Merging Techniques for Cancer Microarray Data Sets. - Jonatan Taminau; Stijn Meganck; David Y. Weiss Solís; Wilma van Staveren; Geneviève Dom; David Venet; Hugues Bersini; Vincent Detours; Ann Nowé (Aust. J. Intell. Inf. Process. Syst., 2009)

Sequential Application of Feature Selection and Extraction for Predicting Breast Cancer Aggressiveness. - Jonatan Taminau; Stijn Meganck; Cosmin Lazar; David Y. Weiss Solís; Alain Coletta; Nic Walker; Hugues Bersini; Ann Nowé (CSBio, 2010)

Inferring the causal decomposition under the presence of deterministic relations. - Jan Lemeire; Stijn Meganck; Francesco Cartella; Tingting Liu; Alexander R. Statnikov (ESANN, 2011)

inSilicoDb: an R/Bioconductor package for accessing human Affymetrix expert-curated datasets from GEO. - Jonatan Taminau; David Steenhoff; Alain Coletta; Stijn Meganck; Cosmin Lazar; Virginie de Schaetzen; Robin Duque; Colin Molter; Hugues Bersini; Ann Nowé; David Y. Weiss Solís (Bioinform., 2011)

Explaining Subgroups through Ontologies. - Anze Vavpetic; Vid Podpecan; Stijn Meganck; Nada Lavrac (PRICAI, 2012)

Unlocking the potential of publicly available microarray data using inSilicoDb and inSilicoMerging R/Bioconductor packages. - Jonatan Taminau; Stijn Meganck; Cosmin Lazar; David Steenhoff; Alain Coletta; Colin Molter; Robin Duque; Virginie de Schaetzen; David Y. Weiss Solís; Hugues Bersini; Ann Nowé (BMC Bioinform., 2012)

Conservative independence-based causal structure learning in absence of adjacency faithfulness. - Jan Lemeire; Stijn Meganck; Francesco Cartella; Tingting Liu (Int. J. Approx. Reason., 2012)

A Survey on Filter Techniques for Feature Selection in Gene Expression Microarray Analysis. - Cosmin Lazar; Jonatan Taminau; Stijn Meganck; David Steenhoff; Alain Coletta; Colin Molter; Virginie de Schaetzen; Robin Duque; Hugues Bersini; Ann Nowé (IEEE ACM Trans. Comput. Biol. Bioinform., 2012)

Detecting Marginal and Conditional Independencies between Events and Learning Their Causal Structure. - Jan Lemeire; Stijn Meganck; Albrecht Zimmermann; Thomas Dhollander (ECSQARU, 2013)

Batch effect removal methods for microarray gene expression data integration: a survey. - Cosmin Lazar; Stijn Meganck; Jonatan Taminau; David Steenhoff; Alain Coletta; Colin Molter; David Y. Weiss Solís; Robin Duque; Hugues Bersini; Ann Nowé (Briefings Bioinform., 2013)

GENESHIFT: A Nonparametric Approach for Integrating Microarray Gene Expression Data Based on the Inner Product as a Distance Measure between the Distributions of Genes. - Cosmin Lazar; Jonatan Taminau; Stijn Meganck; David Steenhoff; Alain Coletta; David Y. Weiss Solís; Colin Molter; Robin Duque; Hugues Bersini; Ann Nowé (IEEE ACM Trans. Comput. Biol. Bioinform., 2013)